PCOS Appendix

Generated: 2025-08-24 09:47:29

Key thresholds

thr_j
0.4630
thr_s80
0.4830
thr_85
0.4635
global_t_temp
0.5818

OOF 95% CIs

MetricMean95% CI
AUC_ROC0.814[0.799, 0.829]
AP0.647[0.615, 0.680]
Brier0.176[0.172, 0.179]
Sens@Spec800.588[0.542, 0.641]

Plots

ROC Curve

PR Curve

Reliability

DET Curve

Score Histogram

Class Balance

Augmentations

CM @ J*

CM @ Spec80

Decision Curve

Grad-CAM Examples

gradcam_CORRECT_idx1843_true1_pred0.528.png
gradcam_CORRECT_idx268_true1_pred0.531.png
gradcam_CORRECT_idx2997_true1_pred0.523.png
gradcam_CORRECT_idx3041_true1_pred0.547.png
gradcam_MISTAKE_idx1541_true0_pred0.491.png
gradcam_MISTAKE_idx1577_true0_pred0.513.png
gradcam_MISTAKE_idx2016_true0_pred0.535.png
gradcam_MISTAKE_idx2069_true0_pred0.539.png